What is singularity AI
Answers
Singularity is the term scientists have given to that point in time when machine intelligence will become equal to or surpass human intelligence. Everyday, computers are getting smarter because of advancements in machine learning, data science and better computing power.
AI becoming smarter in mundane tasks and complex games.
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Singularity is the term scientists have given to that point in time when machine intelligence will become equal to or surpass human intelligence. Everyday, computers are getting smarter because of advancements in machine learning, data science and better computing power.
AI becoming smarter in mundane tasks and complex games.
We are witnessing Tesla”s AI enabled cars getting better at driving. As of now, we are seeing AI programs beat humans in very complex games like Alphago and take part in gaming competitions. How complex is Alphago? Well, it has more moves than there are atoms in this universe. Some Chinese players have dedicated there entire lives to alphago and still haven”t mastered the game yet.
How different is deepmind from other AI and why is it a giant leap for mankind ?
Deepmind uses a technique called reinforcement learning. This is different from IBM Watson or Siri which are built for specific purposes. Deepmind”s algorithm is built for general purpose and can be used in any field like healthcare, finance, manufacturing, construction, creative arts etc.
How does it work?
It learns from experience using only images as input. First, it is shown how a human plays the game. It mimics the moves made by the human and learns. But after that initial stage, it improves on its learning by playing the same game million times and improving on it”s errors each time.
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